Dialogue Response Generation on Persona-Chat
53.3BLEU-1JGR-R
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| JGR-RComponent=Ranker2022.06 | 53.3 | 43.5 | 1.5 | 8 | |
| JGR-GComponent=Generator2022.06 | 52.5 | 43.2 | 1.4 | 6.2 | |
| BARTBackbone=True2022.06 | 49.9 | 40 | 1.3 | 8 | |
| DialogVEDDecoding Strategy=Beam Search, Beam Size=5, Latent Size=642022.04 | 48.2 | 39.9 | 1.5 | 9.4 | |
| DialogVED2022.06 | 48.2 | 39.9 | 1.5 | 9.4 | |
| DialogVED - GreedyDecoding Strategy=Greedy, Latent Size=642022.04 | 47 | 38.7 | 1.6 | 10.3 | |
| ERNIE-GENLARGE2020.01 | 46.8 | 36.4 | 2.3 | 16.8 | |
| ProphetNet2022.06 | 46.7 | 39 | 1.3 | 7.5 | |
| ProphetNetDecoding Strategy=Beam Search, Beam Size=52022.04 | 46.6 | 39.1 | 1.3 | 7.5 | |
| DialogVED w/o latentDecoding Strategy=Beam Search, Beam Size=5, Latent Variable=None2022.04 | 45.9 | 38 | 1 | 6.2 | |
| PLATOlatent variable=without2020.01 | 45.8 | 35.7 | 1.2 | 6.4 | |
| PLATO w/o latentDecoding Strategy=Beam Search, Beam Size=52022.04 | 45.8 | 35.7 | 1.2 | 6.4 | |
| PLATOLatent Variable=With Latent2022.06 | 45.8 | 35.7 | 1.2 | 6.4 | |
| Seq2SeqDecoding Strategy=Beam Search, Beam Size=52022.04 | 44.8 | 35.3 | 0.4 | 1.6 | |
| DialogVED - SamplingDecoding Strategy=Sampling, Latent Size=642022.04 | 42.8 | 35.7 | 3.2 | 27.3 | |
| PLATOlatent variable=with2020.01 | 40.6 | 31.5 | 2.1 | 12.1 | |
| PLATODecoding Strategy=Beam Search, Beam Size=52022.04 | 40.6 | 31.5 | 2.1 | 12.1 | |
| PLATO w/o latentLatent Variable=None2022.06 | 40.6 | 31.5 | 2.1 | 12.1 | |
| LIC2020.01 | 40.5 | 32 | 1.9 | 11.3 | |
| LICDecoding Strategy=Beam Search, Beam Size=52022.04 | 40.5 | 32 | 1.9 | 11.3 |